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2020 – today

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2024
[c60]
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Lorenzo Giuliano Papale, Fabio Del Frate, Leila Guerriero, Giovanni Schiavon, Mario A. Acuña:
Soil Moisture Estimation from Polarimetric SAR Using a Physics Aware AI Model. IGARSS 2024: 2167-2170
[c59]
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Giorgia Guerrisi, Gianmarco Bencivenni, Giovanni Schiavon, Fabio Del Frate:
On-Board Multispectral Image Compression with an Artificial Intelligence Based Algorithm. IGARSS 2024: 2555-2559
[c58]
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Giorgia Salvucci, Davide De Santis, Ilaria Petracca, Mario Papa, Giovanni Schiavon, Fabio Del Frate:
Daily Aerosol Optical Depth from Multiple Earth Observation Data Fusion. IGARSS 2024: 5616-5619
[c57]
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Ilaria Petracca, Daniele Latini, Marco Di Giacomo, Fabrizio Niro, Stefania Bonafoni, Fabio Del Frate, Giovanni Schiavon:
BRDF Computation and Modeling Through the Use of UAS. IGARSS 2024: 6566-6571
[c56]
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Martina Frezza, Davide De Santis, Ilaria Petracca, Mario Papa, Giovanni Schiavon, Fabio Del Frate:
Daily Land Surface Temperature from Multiple Earth Observation Data Fusion. IGARSS 2024: 9019-9023
2023
[j23]
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Lorenzo Giuliano Papale, Giorgia Guerrisi, Davide De Santis, Giovanni Schiavon, Fabio Del Frate:
Satellite Data Potentialities in Solid Waste Landfill Monitoring: Review and Case Studies. Sensors 23(8): 3917 (2023)
[j22]
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Giorgia Guerrisi, Fabio Del Frate, Giovanni Schiavon:
Artificial Intelligence Based On-Board Image Compression for the Φ-Sat-2 Mission. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 8063-8075 (2023)
[c55]
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Giorgia Guerrisi, Giovanni Schiavon, Fabio Del Frate:
On-Board Image Compression using Convolutional Autoencoder: Performance Analysis and Application Scenarios. IGARSS 2023: 1783-1786
[c54]
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Lorenzo Giuliano Papale, Fabio Del Frate, Leila Guerriero, Giovanni Schiavon, Jean Bouchat:
Physics-Based ML and Polarimetric SAR for Soil Moisture Retrieval. IGARSS 2023: 1930-1933
[c53]
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Josiane Mothe, Valentina Ciaccio, Fabio Del Frate, Davide De Santis, Mihai Ivanovici, Johan Leduc, Daniela Necsoi, Aude Nzeh Ndong, Nathalie Neptune, Marco Recchioni, Zia Ullah, Giovanni Schiavon, Federica Bassini, Mihaela Voinea:
Education and Research Projects for Preparing Young Researchers for Future Career in Earth Observation. IGARSS 2023: 2309-2312
[c52]
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Ilaria Petracca, Daniele Latini, Stefania Bonafoni, Fabio Del Frate, Marco Di Giacomo, Fabrizio Niro, Stefano Casadio, Giovanni Schiavon:
Use of Unmanned Aerial System for the Characterization of the Surface Reflectance Distribution Function. IGARSS 2023: 4796-4799
2022
[j21]
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  - journals/remotesensing/SantisFS22
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Davide De Santis, Fabio Del Frate, Giovanni Schiavon:
Analysis of Climate Change Effects on Surface Temperature in Central-Italy Lakes Using Satellite Data Time-Series. Remote. Sens. 14(1): 117 (2022)
[j20]
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Giorgia Guerrisi, Fabio Del Frate, Giovanni Schiavon:
Satellite On-Board Change Detection via Auto-Associative Neural Networks. Remote. Sens. 14(12): 2735 (2022)
[c51]
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Giorgia Guerrisi, Fabio Del Frate, Giovanni Schiavon:
Convolutional Autoencoder Algorithm for On-Board Image Compression. IGARSS 2022: 151-154
[c50]
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Lorenzo Giuliano Papale, Fabio Del Frate, Leila Guerriero, Giovanni Schiavon:
A Physics-Based ML Approach for Corn Plant Height Estimation with Simulated Sar Data. IGARSS 2022: 4159-4162
[c49]
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Ilaria Petracca, Davide De Santis, Stefano Corradini, Lorenzo Guerrieri, Matteo Picchiani, Luca Merucci, Dario Stelitano, Fabio Del Frate, Fred Prata, Giorgia Salvucci, Giovanni Schiavon:
A Neural Networks Approach for Volcanic Ash Detection in the 2019 Raikoke Eruption Using S3-SLSTR Data. IGARSS 2022: 7344-7347
2021
[j19]
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Leonardo De Laurentiis, Cathleen E. Jones, Benjamin Holt, Giovanni Schiavon, Fabio Del Frate:
Deep Learning for Mineral and Biogenic Oil Slick Classification With Airborne Synthetic Aperture Radar Data. IEEE Trans. Geosci. Remote. Sens. 59(10): 8455-8469 (2021)
[c48]
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Leonardo De Laurentiis, Davide De Santis, Daniele Latini, Giovanni Schiavon, Alessandro Marin, Gaetano Pace, Kevin Rossini, Cesare Rossi, Stefano Marra, Sveinung Loekken, Fabio Del Frate:
A New User Oriented Platform to Develop AI for the Estimation of Bio-Geophysical Parameters from EO Data. IGARSS 2021: 262-265
[c47]
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Leonardo De Laurentiis, Daniele Latini, Giovanni Schiavon, Fabio Del Frate:
Integration of IEM_B, ISMN and Sar Sentinel-1 Data for Accurate Soil Moisture Estimation Using Neural Networks. IGARSS 2021: 1272-1275
[c46]
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Chiara Clementini, Fabio Del Frate, Daniele Latini, Giovanni Schiavon:
Towards an Integrate Solution Fusing Satellite and In-Situ Measurements for a Full-Assessment of Transport Infrastructures. IGARSS 2021: 6968-6971
[c45]
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  - conf/igarss/LatiniPSNCF21
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Daniele Latini, Ilaria Petracca, Giovanni Schiavon, Fabrizio Niro, Stefano Casadio, Fabio Del Frate:
UAV-Based Observations for Surface BRDF Characterization. IGARSS 2021: 8193-8196
[c44]
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Ilaria Petracca, Davide De Santis, Stefano Corradini, Lorenzo Guerrieri, Matteo Picchiani, Luca Merucci, Dario Stelitano, Fabio Del Frate, Fred Prata, Giovanni Schiavon:
The 2019 Raikoke Eruption: ASH Detection and Retrievals Using S3-SLSTR Data. IGARSS 2021: 8428-8431
[c43]
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Davide De Santis, Ilaria Petracca, Stefano Corradini, Lorenzo Guerrieri, Matteo Picchiani, Luca Merucci, Dario Stelitano, Fabio Del Frate, Fred Prata, Giovanni Schiavon:
Volcanic SO2 Near-Real Time Retrieval Using Tropomi Data and Neural Networks: The December 2018 Etna Test Case. IGARSS 2021: 8480-8483
2020
[j18]
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  - journals/lgrs/FasanoLMCSF20
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Luca Fasano, Daniele Latini, Alina Machidon, Chiara Clementini, Giovanni Schiavon, Fabio Del Frate:
SAR Data Fusion Using Nonlinear Principal Component Analysis. IEEE Geosci. Remote. Sens. Lett. 17(9): 1543-1547 (2020)
[j17]
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  - journals/remotesensing/ClementiniPLKVH20
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Chiara Clementini, Andrea Pomente, Daniele Latini, Hideki Kanamaru, Maria Raffaella Vuolo, Ana Heureux, Mariko Fujisawa, Giovanni Schiavon, Fabio Del Frate:
Long-Term Grass Biomass Estimation of Pastures from Satellite Data. Remote. Sens. 12(13): 2160 (2020)
[c42]
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Leonardo De Laurentiis, Daniele Latini, Giovanni Schiavon, Fabio Del Frate:
Multi-Pol Sar Data Fusion for Coastline Extraction by Neural Networks Chaining. IGARSS 2020: 2085-2088

2010 – 2019

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2019
[c41]
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Alessia Benedetti, Matteo Picchiani, Daniele Latini, Fabio Del Frate, Giovanni Schiavon:
COSMO-SkyMed for Unsupervised Urban Change Detection using Radar Backscattering and Interferometric Coherence. IGARSS 2019: 485-488
[c40]
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Davide De Santis, Gabriele Beccari, Fabio Del Frate, Luisa Corrado, Germana Corrado, Giovanni Schiavon:
Automated Burned Area Detection and Violation Monitoring Using Landsat-TM and VHR Data: An Engineering And Economic Study To Analyse Local Governance Performance In Sardinia (Italy). IGARSS 2019: 4375-4378
[i1]
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  - journals/corr/abs-1910-05401
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Leonardo De Laurentiis, Andrea Pomente, Fabio Del Frate, Giovanni Schiavon:
Capsule and convolutional neural network-based SAR ship classification in Sentinel-1 data. CoRR abs/1910.05401 (2019)
2016
[c39]
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  - conf/igarss/CarboneCLFFS16
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Francesco Carbone, Alessandro Coletta, Giuseppe Francesco De Luca, Fabio Del Frate, Luca Fasano, Giovanni Schiavon:
Automatic generation of frequently updated land cover products at national level using COSMO-SkyMed SAR imagery. IGARSS 2016: 3406-3409
[c38]
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  - conf/igarss/MitrakaFS16
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Zina Mitraka, Fabio Del Frate, Giovanni Schiavon:
Mapping the urban surface in a sub-pixel level with multispectral high resolution satellite imagery. IGARSS 2016: 7014-7017
[c37]
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  - conf/sar/FratePFS16
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Fabio Del Frate, Matteo Picchiani, Alessia Falasco, Giovanni Schiavon:
Contextual descriptors and neural networks for scene analysis in VHR SAR images. SAR 2016: 1000304
2014
[j16]
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  - journals/aeog/StewartLS14
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Christopher Stewart, Rosa Lasaponara, Giovanni Schiavon:
Multi-frequency, polarimetric SAR analysis for archaeological prospection. Int. J. Appl. Earth Obs. Geoinformation 28: 211-219 (2014)
[j15]
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  - journals/pr/LicciardiAFSC14
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Giorgio Licciardi, Ruggero Giuseppe Avezzano, Fabio Del Frate, Giovanni Schiavon, Jocelyn Chanussot:
A novel approach to polarimetric SAR data processing based on Nonlinear PCA. Pattern Recognit. 47(5): 1953-1967 (2014)
[j14]
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  - journals/staeors/LaurenzaBGBSC14
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Lucia Maria Laurenza, Samuele Del Bianco, Marco Gai, François Barbara, Giovanni Schiavon, Ugo Cortesi:
Comparison of Column-Averaged Volume Mixing Ratios of Carbon Dioxide Retrieved From IASI/METOP-A Using KLIMA Algorithm and TANSO-FTS/GOSAT Level 2 Products. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(2): 389-398 (2014)
[j13]
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  - journals/tgrs/AntoniniBORS14
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Andrea Antonini, Riccardo Benedetti, Alberto Ortolani, Luca Rovai, Giovanni Schiavon:
Water Vapor Probabilistic Retrieval Using GNSS Signals. IEEE Trans. Geosci. Remote. Sens. 52(3): 1892-1900 (2014)
[c36]
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Ruggero Giuseppe Avezzano, Gaia Vaglio Laurin, Valentina Bacciu, Fabio Covello, Maria Virelli, Fabio Del Frate, Giovanni Schiavon, Riccardo Valentini:
Use of COSMO-SkyMed constellation for monitoring the post-fire vegetation regrowth: The Capo Figari case study. IGARSS 2014: 1073-1076
[c35]
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Fabio Del Frate, Daniele Latini, Matteo Picchiani, Giovanni Schiavon, Cristina Vittucci:
A neural network architecture combining VHR SAR and multispectral data for precision farming in viticulture. IGARSS 2014: 1508-1511
2013
[j12]
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Chiara Pratola, Fabio Del Frate, Giovanni Schiavon, Domenico Solimini:
Toward Fully Automatic Detection of Changes in Suburban Areas From VHR SAR Images by Combining Multiple Neural-Network Models. IEEE Trans. Geosci. Remote. Sens. 51(4-1): 2055-2066 (2013)
[j11]
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Paolo Sanò, Daniele Casella, Alberto Mugnai, Giovanni Schiavon, Eric A. Smith, Gregory J. Tripoli:
Transitioning From CRD to CDRD in Bayesian Retrieval of Rainfall From Satellite Passive Microwave Measurements: Part 1. Algorithm Description and Testing. IEEE Trans. Geosci. Remote. Sens. 51(7-2): 4119-4143 (2013)
[c34]
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Ruggero Giuseppe Avezzano, Giorgio Licciardi, Fabio Del Frate, Giovanni Schiavon, Jocelyn Chanussot:
Nonlinear PCA based polarimetric decomposition. IGARSS 2013: 3006-3009
[c33]
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  - conf/igarss/GiardinoSS13
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Giosue Andrey Giardino, Giovanni Schiavon, Domenico Solimini:
An approach for improving building height estimation from interferometric SAR data. IGARSS 2013: 4269-4272
[c32]
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Ruggero Giuseppe Avezzano, Fabio Del Frate, Giovanni Schiavon:
Combining polarimetric and contextual information using autoassociative neural networks. SAR 2013: 88910J
2012
[j10]
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  - journals/ejasp/PicchianiFSS12
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Matteo Picchiani, Fabio Del Frate, Giovanni Schiavon, Salvatore Stramondo:
Features extraction from SAR interferograms for tectonic applications. EURASIP J. Adv. Signal Process. 2012: 155 (2012)
[c31]
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Matteo Picchiani, Marco Chini, Fabio Del Frate, Salvatore Stramondo, Giovanni Schiavon:
Retrieval of fault parameters of October 23, 2011 Eastern Turkey eartquake obtained by Neural Network. IGARSS 2012: 2998-3001
[c30]
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Giorgio Licciardi, Chiara Pratola, Fabio Del Frate, Giovanni Schiavon, Domenico Solimini:
Fusion of Radarsat-2 and cosmo-skymed polarimetric images to improve land cover classification. IGARSS 2012: 4978-4981
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  - conf/igarss/PenalverPFFSS12
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Miguel Penalver, Chiara Pratola, Irene Fabrini, Fabio Del Frate, Giovanni Schiavon, Domenico Solimini:
Classification of PingPong COSMO-SkyMed imagery using supervised and unsupervised neural network algorithms. IGARSS 2012: 5888-5891
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Chiara Pratola, Giorgio Licciardi, Fabio Del Frate, Giovanni Schiavon, Domenico Solimini:
Fusion of VHR multispectral and X-band SAR data for the enhancement of vegetation maps. IGARSS 2012: 6793-6796
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Giorgio Licciardi, Ruggero Giuseppe Avezzano, Fabio Del Frate, Giovanni Schiavon, Jocelyn Chanussot:
Polarimetric sar target decomposition based on nonlinear decorrelation. TyWRRS 2012: 283-287
2011
[j9]
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Salvatore Stramondo, Fabio Del Frate, Matteo Picchiani, Giovanni Schiavon:
Seismic Source Quantitative Parameters Retrieval From InSAR Data and Neural Networks. IEEE Trans. Geosci. Remote. Sens. 49(1-1): 96-104 (2011)
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Fabio Del Frate, Chiara Pratola, Giovanni Schiavon, Domenico Solimini:
Automatic features extraction in sub-urban landscape using very high resolution Cosmo-Skymed SAR images. IGARSS 2011: 3614-3617
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Chiara Pratola, Fabio Del Frate, Giovanni Schiavon, Domenico Solimini, Giorgio Licciardi:
Characterizing land cover from X-band COSMO-SkyMed images by neural networks. JURSE 2011: 49-52
[c24]
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Matteo Picchiani, Fabio Del Frate, Giovanni Schiavon, Salvatore Stramondo, Marco Chini, Christian Bignami:
Neural Networks for automatic seismic source analysis from DInSAR data. SAR 2011: 81790K
2010
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Chiara Pratola, Marco Del Greco, Fabio Del Frate, Giovanni Schiavon, Domenico Solimini:
Towards fully automatic generation of land cover maps from polarimetric and metric-resolution SAR data. IGARSS 2010: 3102-3105
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  - conf/igarss/LicciardiFSS10
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Giorgio Licciardi, Fabio Del Frate, Giovanni Schiavon, Domenico Solimini:
Dimensionality reduction of hyperspectral data: Assessing the performance of Autoassociative Neural Networks. IGARSS 2010: 4377-4380
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Fabio Del Frate, Matteo Picchiani, Giovanni Schiavon, Salvatore Stramondo:
Neural networks and SAR interferometry for the characterization of seismic events. SAR 2010: 78290J
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Fabio Del Frate, Domenico Loschiavo, Chiara Pratola, Giovanni Schiavon, Domenico Solimini:
Sub-urban landscape characterization by very high-resolution X-band COSMO-Skymed SAR images: first results. SAR 2010: 782908

2000 – 2009

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2009
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Salvatore Stramondo, Fabio Del Frate, Matteo Picchiani, Giovanni Schiavon:
Use of Neural Networks and SAR Interferometry for the Automatic Retrieval of Tectonic Parameters. IGARSS (3) 2009: 220-223
2008
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  - journals/tgrs/BoncoriS08
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John P. Merryman Boncori, Giovanni Schiavon:
Signal Processing Issues for the Exploitation of Pulse-to-Pulse Encoding SAR Transponders. IEEE Trans. Geosci. Remote. Sens. 46(4): 1048-1057 (2008)
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Alessandro Burini, Cosimo Putignano, Fabio Del Frate, Giorgio Licciardi, Chiara Pratola, Giovanni Schiavon, Domenico Solimini:
TerraSAR-X/SPOT-5 Fused Images for Supervised Land Cover Classification. IGARSS (5) 2008: 373-376
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Fabio Del Frate, Giovanni Schiavon, Salvatore Stramondo:
Automatic Retrieval of Tectonic Parameters with Neural Networks and Sar Interferometry: An Assessment with Experimental Data. IGARSS (3) 2008: 534-537
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Alessandro Burini, Cosimo Putignano, Fabio Del Frate, Michele Lazzarini, Giorgio Licciardi, Giovanni Schiavon, Domenico Solimini, Francesco De Biasi, Paolo Manunta:
TerraSAR-X Imaging for Unsepervised Land Cover Classification and Fire Mapping. IGARSS (3) 2008: 660-663
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Alessandro Burini, Domenico Solimini, Giovanni Schiavon:
Fusion of High Resolution Polarimetric SAR and Multi-Spectral Optical Data for Precision Viticulure. IGARSS (3) 2008: 1000-1003
2007
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Fabio Del Frate, Fabio Pacifici, Giovanni Schiavon, Chiara Solimini:
Use of Neural Networks for Automatic Classification From High-Resolution Images. IEEE Trans. Geosci. Remote. Sens. 45(4): 800-809 (2007)
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Giovanni Schiavon, Domenico Solimini, Alessandro Burini:
Sensitivity of multi-temporal high resolution polarimetric C and L-band SAR to grapes in vineyards. IGARSS 2007: 3651-3654
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Alessandro Burini, Cosimo Putignano, Fabio Del Frate, Marco Del Greco, Giovanni Schiavon, Domenico Solimini:
A neural approach to unsupervised classification of very-high resolution polarimetric SAR data. IGARSS 2007: 4164-4166
2006
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Alessandro Burini, Fabio Del Frate, Andrea Minchella, Giovanni Schiavon, Domenico Solimini, Remo Bianchi, Luigi Fusco, Ralf Horn:
Multi-temporal High-resolution Polarimetric L-band SAR Observation of a Wine-producing Landscape. IGARSS 2006: 501-503
[c11]
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Cosimo Putignano, Giovanni Schiavon, Domenico Solimini, Bambang Trisasongko:
Self-organizing Neural Networks for Unsupervised Classification of Polarimetric SAR Data on Complex Landscapes. IGARSS 2006: 504-506
2005
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Cosimo Putignano, Giovanni Schiavon, Domenico Solimini, Bambang Trisasongko:
Unsupervised classification of a central italy landscape by polarimetric L-band SAR data. IGARSS 2005: 1291-1294
2004
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Mario Costantini, Federico Minati, Alessandro Quagliarini, Giovanni Schiavon:
SAR interferometric baseline calibration without need of phase unwrapping. IGARSS 2004: 493-495
[c8]
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Fabio Del Frate, Giovanni Schiavon, Chiara Solimini:
Application of neural networks algorithms to QuickBird imagery for classification and change detection of urban areas. IGARSS 2004: 1091-1094
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Fabio Del Frate, Fabrizio Rossi, Giovanni Schiavon, Salvatore Stramondo:
Seismic source parameters from InSAR data trough neural networks [trough reads through]. IGARSS 2004: 2981-2984
2003
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Fabio Del Frate, Giovanni Schiavon, Domenico Solimini, Maurice Borgeaud, Dirk H. Hoekman, Martin A. M. Vissers:
Crop classification using multiconfiguration C-band SAR data. IEEE Trans. Geosci. Remote. Sens. 41(7): 1611-1619 (2003)
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Giovanni Schiavon, Fabio Del Frate, Chiara Solimini:
High resolution multi-spectral analysis of urban areas with quickbird imagery and sinergy with ERS data. IGARSS 2003: 1972-1974
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Fabio Del Frate, Giovanni Schiavon, Domenico Solimini, Maurice Borgeaud, Dirk H. Hoekman, Martin A. M. Vissers:
On the potential of multi-polarization and multi-temporal C-band SAR data in classifying crops. IGARSS 2003: 2195-2196
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Giovanni Schiavon, Fabio Del Frate, D. D'Ottavio, Salvatore Stramondo:
Landslide identification by SAR interferometry: the Sarno case. IGARSS 2003: 2428-2429
2002
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Fabio Del Frate, Giovanni Schiavon, Domenico Solimini, P. M. Simpson, E. C. Brand, C. L. Wrench:
Ground-based radiometric retrieval of cloud liquid. IGARSS 2002: 2820-2822
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Nazzareno Pierdicca, Paolo Castracane, Luca Pulvirenti, Bruno Greco, Paolo Ferrazzoli, Leila Guerriero, Giovanni Schiavon, Piero Ciotti, Frank S. Marzano, L. Bernardini, Patrizia Basili, Stefania Bonafoni, Vinia Mattioli:
Passive calibration of the backscattering coefficient of the ENVISAT RA-2: evaluation of radiative models for sea and land. IGARSS 2002: 3105-3107

1990 – 1999

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1999
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Paolo Ferrazzoli, Leila Guerriero, Giovanni Schiavon:
Experimental and model investigation on radar classification capability. IEEE Trans. Geosci. Remote. Sens. 37(2): 960-968 (1999)
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Fabio Del Frate, Giovanni Schiavon:
Nonlinear principal component analysis for the radiometric inversion of atmospheric profiles by using neural networks. IEEE Trans. Geosci. Remote. Sens. 37(5): 2335-2342 (1999)
1997
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Paolo Ferrazzoli, Simonetta Paloscia, Paolo Pampaloni, Giovanni Schiavon, Simone Sigismondi, Domenico Solimini:
The potential of multifrequency polarimetric SAR in assessing agricultural and arboreous biomass. IEEE Trans. Geosci. Remote. Sens. 35(1): 5-17 (1997)
1994
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Francesco Barbaliscia, Leila Guerriero, Giovanni Schiavon, Domenico Solimini:
Space-Earth absorption in the absence of rain: Radiometric inversion coefficients for Italy. Eur. Trans. Telecommun. 5(6): 697-703 (1994)
1992
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Paolo Ferrazzoli, Simonetta Paloscia, Paolo Pampaloni, Giovanni Schiavon, Domenico Solimini, Peter Coppo:
Sensitivity to microwave measurements to vegetation biomass and soil moisture content: a case study. IEEE Trans. Geosci. Remote. Sens. 30(4): 750-756 (1992)
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Paolo Ferrazzoli, Leila Guerriero, Giovanni Schiavon, Domenico Solimini:
Radar Response Simulation in Environmental Remote Sensing. EUROSIM 1992: 613-618

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